Overview: Digital Transformation

Your subconscious never rests... your goal is to direct your subconscious mind to create the outcomes you seek... unlock connections and solutions... Here’s a simple routine to get started:... Take a few moments before you go to bed to meditate on and write down the things you’re trying to accomplish. Ask yourself loads of questions ... Write tho…

we’ve conflated data with truth. And this has dangerous implications for our ability to understand, explain, and improve the things we care about... data is not a perfect representation of reality: It’s a fundamentally human construct... subject to biases, limitations, and other imperfections... Data doesn’t say anything. Humans say things.... Dat…

for anyone who’s eager to control their entrepreneurial destiny, bootstrapping can be an excellent choice... payoffs can include freedom (both financial and personal) and a better sense of work-life balance. You can grow at a sane pace and maintain a healthy personal life.

You never know what your falling apple will be, but you have to be out of your office to see it.... put on your calendar that you’re going to take unstructured thinking time ... When all else fails, take a shower. Showering ... can help cultivate creativity... release dopamine... relax us, which lets our attention turn inward to find free associa…

novelty and newness of these teams has worn off... growing acceptance ... that these teams are useful tool in driving new practices ... Less clear... is whether these units can enable the deeper digital transformation... ~ two key pieces of the puzzle: ... creating common platforms to power governments services is key to digital transformation o…

to actually grow as an adult, you have to play like a kid

Jobs to be Done is a theory of consumer action. It describes the mechanisms that cause a consumer to adopt an innovation... a process: it starts, it runs, and it ends... a JTBD describes how a customer changes or wishes to change...: the process a consumer goes through whenever she aims to change her existing life-situation into a preferred one, b…

AI doesn't inherently understand its own competency. If a human worker needs help, they can ask for it — but how do you build an understanding of personal limitations into code? ... forecast when it's going to reach a situation where it has no experience... it gently taps the human on the shoulder... to take control... while we can delegate decisi…

Whether it is redesigning a website or helping an organisation undertake digital transformation, a management consultancy firm is rarely the right choice... products of the pre-digital era and as much in need of digital transformation as their clients...The legacy culture ... stifles new and leaner working practices... built on delivering large, w…

If you’re in the market for an off-the-shelf text analytics API, you have a lot of options. .. go with a major player ... or a smaller provider that focusses on text analytics ... we look at what the most prominent software giants have to offer ... there are now at least a couple of dozen APIs ... The granularity of IBM’s categories is striking...…

Free Software for your own Search Engine, Explorer of large document collections, Media Monitoring, Text Analytics, Document Analysis & Text Mining platform based on Apache Solr or Elasticsearch ... and Open Standards for Linked Data, Semantic Web & Linked Open Data integration

companies have begun to self-regulate by trying to set up their own “AI ethics” initiatives ... led to a fragmented landscape of efforts ... not yet had demonstrable outcomes beyond igniting a debate ... these ethics boards and principles lacked teeth... Chinese companies are generally more concerned with solving real-world problems ... rather th…

"Most criticisms lodged against the content creators that chose to work with the platforms are made with the benefit of hindsight... the decision many publishers made to close down their comment sections should be considered one of the industry’s worst blunders.... editors looked down into their article comments sections and did not like what…

a unique productivity philosophy called deep work. He carefully blocked out his day, and created space for long, uninterrupted hours to write ... tactics like travelling on foot to give himself more time in isolation and actively sought out isolated spaces to work... his latest book, Digital Minimalism... there's an implicit reward for the sha…

This article is not a UX Research manual, it ... provides a general idea of how and when UX Research is conducted ... why designers should care about it...~ Understanding brings us closer to what we are already so familiar with. And that is the inception of UX Research... user research tackles the demographical data about a product’s existing and…

Major tech corporations have launched AI “ethics” boards that not only lack diversity, but sometimes include powerful people with interests that don’t align with the ethics mission... Partnership on AI... by Google, Facebook, Amazon, IBM and Microsoft, does not appear to have black board members or staff ... a board dominated by men.. empty PR sp…

open-sourcing the tools we created to do Documenting Hate... writing a guide that will let any newsroom do crowd-powered data investigations... Documenting Hate came shortly after Election Day 2016, in response to a widely reported uptick in hate incidents... we decided to ask people across the country to tell us their stories ... organized a col…

many activists working to create positive change ... seem to think that if they just get their ideas to “go viral” they will ... dominate the discourse. The great lie of this approach is that no singular discourse exists! Each community is now capable of building consensus with itself, where the like-minded talk to others like themselves while fo…

This working document constitutes a draft of the AI Ethics Guidelines presented by the European Commission’s High-Level Expert Group on Artificial Intelligence (AI HLEG)... The consultation ended on 1 February 2019 with over 500 comments received. These comments are currently being analysed

a new idea has to replace an old one and the status quo has inertia on its side... to truly make an impact, you need small groups, loosely connected, but united by a shared purpose... start with groups small enough to convince a majority... We all have different thresholds for conformity ... threshold model of collective behavior... the exposu…

The challenge of creating humanlike intelligence in machines remains greatly underestimated. Today’s A.I. systems sorely lack the essence of human intelligence: understanding the situations we experience, being able to grasp their meaning... research studies have shown that deep-learning systems can be unreliable in decidedly unhumanlike ways... …

this ability to stand outside of one’s immediate context and take a longer historical view, like other forms of genius, may have physical correlates in the brain... they excel at “recognizing relationships, making associations and connections, and seeing things in an original way... much stronger activations (compared to a control group) in the …

I interviewed three prominent futurists---  about how business leaders can get themselves into a more future-oriented mindset.... they explain how companies and the people running them can learn to predict major shifts ...  in technology, workforce, social trends — and how to adapt accordingly... Read a ton, and consult experts... Futurists use t…

Stories are a cultural universal — there isn’t a single country... that isn’t steeped in stories and storytelling. If something is universal, there’s a good chance it’s the product of evolution, not culture... stories, despite all their variety, contain some common essence ... Think of the structure as a bony skeleton that we rarely notice…stories…

with digital technologies changing the nature of trade, Singapore’s locational and infrastructural advantages may no longer be as strong... Singapore must reinvent itself as a hub for the age of digital trade... think like a platform nation...

Any digital transformation includes the following core ingredients:Strategy — aligning vision, customer experience, processes and technology.User-Centered Design — mobile first and personalized.Agility in Delivery — iterative and adaptable.Integration of Software, Platforms and Technology — choosing environments and products that harmonize.Data, A…

when it comes to teams, many hands do not make light work... four to six members is the team best size for most tasks, that no work team should have more than 10 members, and that performance problems and interpersonal friction increase “exponentially as team size increases.”... if you are on a big team that keeps screwing up... try some subtract…

the GEM framework... to deliver value ... the company must never lose sight of ... growth, engagement, and monetization.... Growth is all about how a company finds new users or customers.... getting the right message in front of people who need what you have... “external triggers.” ... delivered through various channels.... The growth question to…

research aims to capture the shifts and trends that are shaping modern digital transformation.... 5 Key Takeaways: - A successful digital transformation is an enterprise-wide effort that is best served by a leader with broad organizational purview... - Market pressures are the leading drivers ... - growing acknowledgment of the importance of …

reddit community called Change My View ... a ready-made natural experiment ... feed it into programs ... to understand the back-and-forth between human beings ... discovered two things: what kind of arguments are most likely to change people’s minds, and what kinds of minds are most likely to be changed. https://www.reddit.com/r/changemyview/ : po…